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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Volume 11 | Issue 4
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Impact Factor : 8.14
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| Paper Title: | Ethical Flaws in AI: Bias and Privacy Contemplation in the Digital Era |
| Authors Name: | NATASHA TOMAR |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_210859
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| Published Paper Id: | IJRTI2603176 |
| Published In: | Volume 11 Issue 3, March-2026 |
| DOI: | https://doi.org/10.56975/ijrti.v11i3.210859 |
| Abstract: | Artificial Intelligence (AI) is remodeling the area of education, transportation, commerce, health care, entertainment etc. but its pervasive adoption pioneers the serious ethical concerns. This paper analyses the two major concerns: Algorithmic Bias and Privacy Contemplation. Artificial intelligence (AI) systems are an important part of sociotechnical bionetworks that incorporate biases, societal morals and purposes reflected in multifaceted interactions between humans (like developers, users and affected participants) and technology (including algorithms, data and figuring structure). AI models trained on multilingual datasets, often inclusive of English, French, German, and Italian languages, risk unauthorized access, theft, and regulatory noncompliance with sensitive levels of personally identifiable information (PII) [1]. This research uses secondary data from peer-reviewed studies, industry reports, and academic literature to analyze these challenges. After the analysis of dataset how AI models produce different outcomes, potential solutions such as adjusting dataset sampling, incorporating fairness constraints in model design are discussed. Addressing the ethical issues is essential for ensuring fairness, accountability, and trust in AI systems. |
| Keywords: | Artificial Intelligence, Artificial Intelligence, Bias, Algorithmic fairness, Societal Bias, Privacy, Ethics. |
| Cite Article: | "Ethical Flaws in AI: Bias and Privacy Contemplation in the Digital Era", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2456-3315, Vol.11, Issue 3, page no.b635-b639, March-2026, Available :http://www.ijrti.org/papers/IJRTI2603176.pdf |
| Downloads: | 000129 |
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2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
| Publication Details: |
Published Paper ID: IJRTI2603176
Registration ID:210859
Published In: Volume 11 Issue 3, March-2026
DOI (Digital Object Identifier): https://doi.org/10.56975/ijrti.v11i3.210859
Page No: b635-b639 Country: MEERUT, UTTAR PRADESH, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2603176 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2603176 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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